Data-driven forward-inverse problems for Yajima-Oikawa system using deep learning with parameter regularization.
Jun-Cai PuYong ChenPublished in: Commun. Nonlinear Sci. Numer. Simul. (2023)
Keyphrases
- inverse problems
- deep learning
- image reconstruction
- global optimization
- regularization methods
- convex optimization
- regularization method
- unsupervised learning
- parameter space
- optimization methods
- optimization problems
- weakly supervised
- partial differential equations
- machine learning
- mental models
- early vision
- computer vision
- higher order
- denoising
- pattern recognition
- image processing